Real ChatGPT answer · index seedhH009DHLRbscompleteHome services and improvement · HVACinformational

What is the average total cost breakdown including ductwork modifications for installing a three-ton central air conditioning system in an older New England colonial with zero pre-existing duct infrastructure?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average total cost breakdown including ductwork modifications for installing a three-ton central air conditioning system in an older New England colonial with zero pre-existing duct infrastructure?
2 real searches · 1 real-search pass
New England central air installation cost retrofit no ductwork 3 ton 2026 contractor estimateGoogle ↗
OBSERVEDShort fact
New England cost install central air conditioning no existing ductwork retrofit 3 ton ductwork cost 2025 2026Google ↗
OBSERVEDYes / no

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short fact50%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no50%

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
New England central air installation cost retrofit no ductwork 3 ton 2026 contractor estimate Google ↗
New England cost install central air conditioning no existing ductwork retrofit 3 ton ductwork cost 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New England central air installation cost retrofit no ductwork 3 ton 2026 contractor estimate
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
New England cost install central air conditioning no existing ductwork retrofit 3 ton ductwork cost 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1